تقرير
The GA-cal software for the automatic calibration of soil constitutive laws: a tutorial and a user manual
| العنوان: | The GA-cal software for the automatic calibration of soil constitutive laws: a tutorial and a user manual |
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| المؤلفون: | Mendez, Francisco J., Mendez, Miguel A., Pasculli, Antonio |
| سنة النشر: | 2022 |
| المجموعة: | Computer Science Mathematics |
| مصطلحات موضوعية: | Computer Science - Neural and Evolutionary Computing, Mathematics - Optimization and Control |
| الوصف: | The calibration of an advanced constitutive law for soil is a challenging task. This work describes GA-cal, a Fortran software for automatically calibrating constitutive laws using Genetic Algorithms (GA) optimization. The proposed approach sets the calibration problem as a regression, and the GA optimization is used to adjust the model parameters so that a numerical model matches experimental data. This document provides a user guide and a simple tutorial. We showcase GA-cal on the calibration of the Sand Hypoplastic law proposed by von Wolffersdorff, with the oedometer and triaxial drained test data. The implemented subroutines can be easily extended to solve other regression or optimization problems, including different tests and constitutive models. The source code and the presented tutorial are freely available at \url{https://github.com/FraJoMen/GA-cal}. |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2211.13652 |
| رقم الأكسشن: | edsarx.2211.13652 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |